Pandas Profiling Report

Dataset statistics

Number of variables	22
Number of observations	3116945
Missing cells	4
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	523.2 MiB
Average record size in memory	176.0 B

Variable types

Numeric	20
Categorical	2

Alerts

`cap-diameter` is highly overall correlated with `stem-height` and 1 other fields	High correlation
`has-ring` is highly overall correlated with `ring-type`	High correlation
`ring-type` is highly overall correlated with `has-ring`	High correlation
`stem-height` is highly overall correlated with `cap-diameter`	High correlation
`stem-width` is highly overall correlated with `cap-diameter`	High correlation
`veil-color` is highly overall correlated with `veil-type`	High correlation
`veil-type` is highly overall correlated with `veil-color`	High correlation
`id` is uniformly distributed	Uniform
`id` has unique values	Unique
`cap-surface` has 671023 (21.5%) zeros	Zeros
`gill-attachment` has 523936 (16.8%) zeros	Zeros
`gill-spacing` has 1258435 (40.4%) zeros	Zeros
`stem-root` has 2757023 (88.5%) zeros	Zeros
`stem-surface` has 1980861 (63.6%) zeros	Zeros
`veil-type` has 2957493 (94.9%) zeros	Zeros
`veil-color` has 2740947 (87.9%) zeros	Zeros
`ring-type` has 128880 (4.1%) zeros	Zeros
`spore-print-color` has 2849682 (91.4%) zeros	Zeros

Reproduction

Analysis started	2024-08-21 11:11:51.254561
Analysis finished	2024-08-21 11:16:58.210714
Duration	5 minutes and 6.96 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

id
Real number (ℝ)

UNIFORM UNIQUE

Distinct	3116945
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1558472

Minimum	0
Maximum	3116944
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	155847.2
Q1	779236
median	1558472
Q3	2337708
95-th percentile	2961096.8
Maximum	3116944
Range	3116944
Interquartile range (IQR)	1558472

Descriptive statistics

Standard deviation	899784.66
Coefficient of variation (CV)	0.57735055
Kurtosis	-1.2
Mean	1558472
Median Absolute Deviation (MAD)	779236
Skewness	-2.5075827 × 10^-15
Sum	4.8576715 × 10¹²
Variance	8.0961244 × 10¹¹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
2077967	1	< 0.1%
2077958	1	< 0.1%
2077959	1	< 0.1%
2077960	1	< 0.1%
2077961	1	< 0.1%
2077962	1	< 0.1%
2077963	1	< 0.1%
2077964	1	< 0.1%
2077965	1	< 0.1%
Other values (3116935)	3116935	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
3116944	1	< 0.1%
3116943	1	< 0.1%
3116942	1	< 0.1%
3116941	1	< 0.1%
3116940	1	< 0.1%
3116939	1	< 0.1%
3116938	1	< 0.1%
3116937	1	< 0.1%
3116936	1	< 0.1%
3116935	1	< 0.1%

class
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	172.4 MiB

1	1705396
0	1411549

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3116945
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	1705396	54.7%
0	1411549	45.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1705396	54.7%
0	1411549	45.3%

Most occurring characters

Value	Count	Frequency (%)
1	1705396	54.7%
0	1411549	45.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3116945	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1705396	54.7%
0	1411549	45.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3116945	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1705396	54.7%
0	1411549	45.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3116945	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1705396	54.7%
0	1411549	45.3%

cap-diameter
Real number (ℝ)

HIGH CORRELATION

Distinct	3913
Distinct (%)	0.1%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.3098484

Minimum	0.03
Maximum	80.67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0.03
5-th percentile	1.34
Q1	3.32
median	5.75
Q3	8.24
95-th percentile	13.23
Maximum	80.67
Range	80.64
Interquartile range (IQR)	4.92

Descriptive statistics

Standard deviation	4.6579305
Coefficient of variation (CV)	0.73820007
Kurtosis	32.743381
Mean	6.3098484
Median Absolute Deviation (MAD)	2.46
Skewness	3.9726092
Sum	19667425
Variance	21.696317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49	8164	0.3%
3.18	7942	0.3%
3.14	7361	0.2%
1.51	7072	0.2%
4.04	6828	0.2%
3.28	6826	0.2%
2.87	6807	0.2%
3.85	6642	0.2%
3.24	6634	0.2%
1.52	6562	0.2%
Other values (3903)	3046103	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.1	1	< 0.1%
0.3	1	< 0.1%
0.38	1	< 0.1%
0.4	6	< 0.1%
0.41	2	< 0.1%
0.42	3	< 0.1%
0.44	15	< 0.1%
0.45	2	< 0.1%
0.46	5	< 0.1%

Value	Count	Frequency (%)
80.67	1	< 0.1%
64.46	1	< 0.1%
62.4	1	< 0.1%
62.3	1	< 0.1%
62.06	1	< 0.1%
62.01	1	< 0.1%
60.97	1	< 0.1%
59.76	1	< 0.1%
59.74	2	< 0.1%
59.66	1	< 0.1%

cap-shape
Real number (ℝ)

Distinct	75
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8492569

Minimum	0
Maximum	74
Zeros	40
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	7
Maximum	74
Range	74
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9476627
Coefficient of variation (CV)	0.68356866
Kurtosis	9.3321026
Mean	2.8492569
Median Absolute Deviation (MAD)	1
Skewness	1.4902652
Sum	8880977
Variance	3.79339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1436026	46.1%
1	676238	21.7%
7	365146	11.7%
4	318646	10.2%
5	108835	3.5%
3	106967	3.4%
6	104520	3.4%
8	65	< 0.1%
9	60	< 0.1%
10	41	< 0.1%
Other values (65)	401	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	< 0.1%
1	676238	21.7%
2	1436026	46.1%
3	106967	3.4%
4	318646	10.2%
5	108835	3.5%
6	104520	3.4%
7	365146	11.7%
8	65	< 0.1%
9	60	< 0.1%

Value	Count	Frequency (%)
74	1	< 0.1%
73	1	< 0.1%
72	1	< 0.1%
71	1	< 0.1%
70	1	< 0.1%
69	1	< 0.1%
68	1	< 0.1%
67	1	< 0.1%
66	1	< 0.1%
65	1	< 0.1%

cap-surface
Real number (ℝ)

ZEROS

Distinct	84
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9110408

Minimum	0
Maximum	83
Zeros	671023
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	7
95-th percentile	10
Maximum	83
Range	83
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.3840852
Coefficient of variation (CV)	0.86526462
Kurtosis	0.89485118
Mean	3.9110408
Median Absolute Deviation (MAD)	3
Skewness	0.59084092
Sum	12190499
Variance	11.452033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	671023	21.5%
5	460777	14.8%
1	384970	12.4%
3	327826	10.5%
2	284460	9.1%
7	263729	8.5%
8	206832	6.6%
11	128875	4.1%
6	119712	3.8%
9	113440	3.6%
Other values (74)	155301	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	671023	21.5%
1	384970	12.4%
2	284460	9.1%
3	327826	10.5%
4	44859	1.4%
5	460777	14.8%
6	119712	3.8%
7	263729	8.5%
8	206832	6.6%
9	113440	3.6%

Value	Count	Frequency (%)
83	1	< 0.1%
82	1	< 0.1%
81	1	< 0.1%
80	1	< 0.1%
79	1	< 0.1%
78	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75	1	< 0.1%
74	1	< 0.1%

cap-color
Real number (ℝ)

Distinct	79
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0158768

Minimum	0
Maximum	78
Zeros	12
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	6
Q3	7
95-th percentile	10
Maximum	78
Range	78
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.080569
Coefficient of variation (CV)	0.34584634
Kurtosis	8.3244378
Mean	6.0158768
Median Absolute Deviation (MAD)	1
Skewness	0.37576687
Sum	18751157
Variance	4.3287673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	1359542	43.6%
8	386627	12.4%
5	379442	12.2%
4	210825	6.8%
7	197290	6.3%
2	178847	5.7%
10	91838	2.9%
9	78236	2.5%
1	73172	2.3%
3	61313	2.0%
Other values (69)	99813	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	< 0.1%
1	73172	2.3%
2	178847	5.7%
3	61313	2.0%
4	210825	6.8%
5	379442	12.2%
6	1359542	43.6%
7	197290	6.3%
8	386627	12.4%
9	78236	2.5%

Value	Count	Frequency (%)
78	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75	1	< 0.1%
74	1	< 0.1%
73	1	< 0.1%
72	1	< 0.1%
71	1	< 0.1%
70	1	< 0.1%
69	1	< 0.1%

does-bruise-or-bleed
Real number (ℝ)

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1759367

Minimum	0
Maximum	26
Zeros	8
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	26
Range	26
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.38856217
Coefficient of variation (CV)	0.3304278
Kurtosis	87.463388
Mean	1.1759367
Median Absolute Deviation (MAD)	0
Skewness	3.4320261
Sum	3665330
Variance	0.15098056
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
1	2569743	82.4%
2	547085	17.6%
5	14	< 0.1%
16	11	< 0.1%
21	9	< 0.1%
0	8	< 0.1%
11	7	< 0.1%
13	7	< 0.1%
7	7	< 0.1%
8	7	< 0.1%
Other values (17)	47	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	< 0.1%
1	2569743	82.4%
2	547085	17.6%
3	4	< 0.1%
4	1	< 0.1%
5	14	< 0.1%
6	3	< 0.1%
7	7	< 0.1%
8	7	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
23	4	< 0.1%
22	1	< 0.1%
21	9	< 0.1%
20	6	< 0.1%
19	6	< 0.1%
18	3	< 0.1%
17	2	< 0.1%

gill-attachment
Real number (ℝ)

ZEROS

Distinct	79
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8247146

Minimum	0
Maximum	78
Zeros	523936
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	4
95-th percentile	7
Maximum	78
Range	78
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2051322
Coefficient of variation (CV)	0.78065664
Kurtosis	6.3034275
Mean	2.8247146
Median Absolute Deviation (MAD)	2
Skewness	0.67485454
Sum	8804480
Variance	4.862608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	646034	20.7%
4	589236	18.9%
0	523936	16.8%
2	360878	11.6%
5	301858	9.7%
3	295439	9.5%
7	279110	9.0%
6	119953	3.8%
19	74	< 0.1%
15	56	< 0.1%
Other values (69)	371	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	523936	16.8%
1	646034	20.7%
2	360878	11.6%
3	295439	9.5%
4	589236	18.9%
5	301858	9.7%
6	119953	3.8%
7	279110	9.0%
8	16	< 0.1%
9	22	< 0.1%

Value	Count	Frequency (%)
78	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75	1	< 0.1%
74	1	< 0.1%
73	1	< 0.1%
72	1	< 0.1%
71	1	< 0.1%
70	1	< 0.1%
69	1	< 0.1%

gill-spacing
Real number (ℝ)

ZEROS

Distinct	49
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8044611

Minimum	0
Maximum	48
Zeros	1258435
Zeros (%)	40.4%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	48
Range	48
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.81681823
Coefficient of variation (CV)	1.0153608
Kurtosis	44.153787
Mean	0.8044611
Median Absolute Deviation (MAD)	1
Skewness	1.7961549
Sum	2507461
Variance	0.66719202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1	1331054	42.7%
0	1258435	40.4%
2	407932	13.1%
3	119380	3.8%
11	24	< 0.1%
6	17	< 0.1%
14	16	< 0.1%
5	12	< 0.1%
4	8	< 0.1%
21	8	< 0.1%
Other values (39)	59	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1258435	40.4%
1	1331054	42.7%
2	407932	13.1%
3	119380	3.8%
4	8	< 0.1%
5	12	< 0.1%
6	17	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
48	1	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
45	1	< 0.1%
44	1	< 0.1%
43	1	< 0.1%
42	1	< 0.1%
41	1	< 0.1%
40	1	< 0.1%
39	1	< 0.1%

gill-color
Real number (ℝ)

Distinct	64
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8994429

Minimum	0
Maximum	63
Zeros	57
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	6
95-th percentile	10
Maximum	63
Range	63
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.9484777
Coefficient of variation (CV)	0.75612794
Kurtosis	0.88796056
Mean	3.8994429
Median Absolute Deviation (MAD)	2
Skewness	0.916366
Sum	12154349
Variance	8.6935207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	931538	29.9%
2	543386	17.4%
5	469464	15.1%
7	343626	11.0%
3	212164	6.8%
8	157119	5.0%
4	127970	4.1%
6	119694	3.8%
12	62799	2.0%
11	56047	1.8%
Other values (54)	93138	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	57	< 0.1%
1	931538	29.9%
2	543386	17.4%
3	212164	6.8%
4	127970	4.1%
5	469464	15.1%
6	119694	3.8%
7	343626	11.0%
8	157119	5.0%
9	47247	1.5%

Value	Count	Frequency (%)
63	1	< 0.1%
62	1	< 0.1%
61	1	< 0.1%
60	1	< 0.1%
59	1	< 0.1%
58	1	< 0.1%
57	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%
54	1	< 0.1%

stem-height
Real number (ℝ)

HIGH CORRELATION

Distinct	2749
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3483333

Minimum	0
Maximum	88.72
Zeros	554
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	3.16
Q1	4.67
median	5.88
Q3	7.41
95-th percentile	11.2
Maximum	88.72
Range	88.72
Interquartile range (IQR)	2.74

Descriptive statistics

Standard deviation	2.6997548
Coefficient of variation (CV)	0.42526985
Kurtosis	7.7615498
Mean	6.3483333
Median Absolute Deviation (MAD)	1.33
Skewness	1.9266817
Sum	19787406
Variance	7.288676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.24	12332	0.4%
5.92	11821	0.4%
5.32	10988	0.4%
5.35	10431	0.3%
5.99	10402	0.3%
6.03	10271	0.3%
5.54	10265	0.3%
5.77	10153	0.3%
4.27	10080	0.3%
5.65	9994	0.3%
Other values (2739)	3010208	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	554	< 0.1%
0.74	1	< 0.1%
0.77	1	< 0.1%
0.91	1	< 0.1%
0.93	1	< 0.1%
0.97	2	< 0.1%
0.98	1	< 0.1%
1	1	< 0.1%
1.01	1	< 0.1%
1.03	1	< 0.1%

Value	Count	Frequency (%)
88.72	1	< 0.1%
57.22	1	< 0.1%
53.93	1	< 0.1%
53.87	1	< 0.1%
53.82	1	< 0.1%
53.03	1	< 0.1%
51.41	1	< 0.1%
50.78	1	< 0.1%
50.27	1	< 0.1%
49.37	1	< 0.1%

stem-width
Real number (ℝ)

HIGH CORRELATION

Distinct	5836
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.153785

Minimum	0
Maximum	102.9
Zeros	497
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1.58
Q1	4.97
median	9.65
Q3	15.63
95-th percentile	26.49
Maximum	102.9
Range	102.9
Interquartile range (IQR)	10.66

Descriptive statistics

Standard deviation	8.0954773
Coefficient of variation (CV)	0.72580538
Kurtosis	2.4489761
Mean	11.153785
Median Absolute Deviation (MAD)	5.24
Skewness	1.2354271
Sum	34765735
Variance	65.536753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.41	7829	0.3%
2.45	7353	0.2%
2.49	7087	0.2%
2.56	6824	0.2%
2.47	6709	0.2%
2.52	6660	0.2%
2.51	6535	0.2%
2.64	6467	0.2%
2.6	6366	0.2%
2.61	6117	0.2%
Other values (5826)	3048998	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	497	< 0.1%
0.44	2	< 0.1%
0.48	2	< 0.1%
0.49	1	< 0.1%
0.5	3	< 0.1%
0.51	1	< 0.1%
0.52	21	< 0.1%
0.53	16	< 0.1%
0.54	11	< 0.1%
0.55	12	< 0.1%

Value	Count	Frequency (%)
102.9	1	< 0.1%
102.48	6	< 0.1%
101.69	3	< 0.1%
98	2	< 0.1%
94.24	3	< 0.1%
94.05	1	< 0.1%
92.51	1	< 0.1%
91.91	1	< 0.1%
91	1	< 0.1%
89.45	2	< 0.1%

stem-root
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26962266

Minimum	0
Maximum	38
Zeros	2757023
Zeros (%)	88.5%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	38
Range	38
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.88409033
Coefficient of variation (CV)	3.2789912
Kurtosis	30.683091
Mean	0.26962266
Median Absolute Deviation (MAD)	0
Skewness	4.0671329
Sum	840399
Variance	0.78161571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	2757023	88.5%
1	165801	5.3%
4	116946	3.8%
3	47803	1.5%
2	28592	0.9%
5	597	< 0.1%
12	24	< 0.1%
9	14	< 0.1%
14	12	< 0.1%
16	12	< 0.1%
Other values (29)	121	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2757023	88.5%
1	165801	5.3%
2	28592	0.9%
3	47803	1.5%
4	116946	3.8%
5	597	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	14	< 0.1%

Value	Count	Frequency (%)
38	1	< 0.1%
37	1	< 0.1%
36	1	< 0.1%
35	1	< 0.1%
34	2	< 0.1%
33	1	< 0.1%
32	1	< 0.1%
31	6	< 0.1%
30	1	< 0.1%
29	1	< 0.1%

stem-surface
Real number (ℝ)

ZEROS

Distinct	61
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.229022

Minimum	0
Maximum	60
Zeros	1980861
Zeros (%)	63.6%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	7
Maximum	60
Range	60
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1193438
Coefficient of variation (CV)	1.7244148
Kurtosis	5.0140034
Mean	1.229022
Median Absolute Deviation (MAD)	0
Skewness	1.9192093
Sum	3830794
Variance	4.491618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1980861	63.6%
2	327610	10.5%
1	255500	8.2%
7	224346	7.2%
3	147974	4.7%
4	78080	2.5%
6	73383	2.4%
5	28283	0.9%
8	512	< 0.1%
13	49	< 0.1%
Other values (51)	347	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1980861	63.6%
1	255500	8.2%
2	327610	10.5%
3	147974	4.7%
4	78080	2.5%
5	28283	0.9%
6	73383	2.4%
7	224346	7.2%
8	512	< 0.1%
9	20	< 0.1%

Value	Count	Frequency (%)
60	1	< 0.1%
59	1	< 0.1%
58	1	< 0.1%
57	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%
54	1	< 0.1%
53	1	< 0.1%
52	1	< 0.1%
51	2	< 0.1%

stem-color
Real number (ℝ)

Distinct	60
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9630975

Minimum	0
Maximum	59
Zeros	38
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	4
95-th percentile	9
Maximum	59
Range	59
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.3247188
Coefficient of variation (CV)	0.78455695
Kurtosis	4.6034474
Mean	2.9630975
Median Absolute Deviation (MAD)	2
Skewness	1.8018653
Sum	9235812
Variance	5.4043173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1196637	38.4%
3	1003464	32.2%
4	373971	12.0%
9	132019	4.2%
2	111541	3.6%
5	103373	3.3%
6	67017	2.2%
7	54690	1.8%
11	33676	1.1%
10	22329	0.7%
Other values (50)	18228	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	< 0.1%
1	1196637	38.4%
2	111541	3.6%
3	1003464	32.2%
4	373971	12.0%
5	103373	3.3%
6	67017	2.2%
7	54690	1.8%
8	573	< 0.1%
9	132019	4.2%

Value	Count	Frequency (%)
59	1	< 0.1%
58	1	< 0.1%
57	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%
54	1	< 0.1%
53	1	< 0.1%
52	1	< 0.1%
51	1	< 0.1%
50	1	< 0.1%

veil-type
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.051408992

Minimum	0
Maximum	22
Zeros	2957493
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.22865623
Coefficient of variation (CV)	4.4477867
Kurtosis	362.78056
Mean	0.051408992
Median Absolute Deviation (MAD)	0
Skewness	8.4835321
Sum	160239
Variance	0.052283671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	2957493	94.9%
1	159373	5.1%
14	11	< 0.1%
3	9	< 0.1%
8	8	< 0.1%
11	8	< 0.1%
16	5	< 0.1%
7	5	< 0.1%
6	4	< 0.1%
9	4	< 0.1%
Other values (13)	25	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2957493	94.9%
1	159373	5.1%
2	2	< 0.1%
3	9	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
6	4	< 0.1%
7	5	< 0.1%
8	8	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
22	1	< 0.1%
21	3	< 0.1%
20	1	< 0.1%
19	2	< 0.1%
18	4	< 0.1%
17	3	< 0.1%
16	5	< 0.1%
15	2	< 0.1%
14	11	< 0.1%
13	1	< 0.1%

veil-color
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2826585

Minimum	0
Maximum	24
Zeros	2740947
Zeros (%)	87.9%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.85164219
Coefficient of variation (CV)	3.0129722
Kurtosis	18.070201
Mean	0.2826585
Median Absolute Deviation (MAD)	0
Skewness	3.703366
Sum	881031
Variance	0.72529442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	2740947	87.9%
2	279070	9.0%
4	30473	1.0%
1	30039	1.0%
6	14026	0.4%
3	13080	0.4%
5	9169	0.3%
9	30	< 0.1%
7	23	< 0.1%
10	14	< 0.1%
Other values (15)	74	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2740947	87.9%
1	30039	1.0%
2	279070	9.0%
3	13080	0.4%
4	30473	1.0%
5	9169	0.3%
6	14026	0.4%
7	23	< 0.1%
8	6	< 0.1%
9	30	< 0.1%

Value	Count	Frequency (%)
24	1	< 0.1%
23	1	< 0.1%
22	4	< 0.1%
21	3	< 0.1%
20	7	< 0.1%
19	4	< 0.1%
18	1	< 0.1%
17	6	< 0.1%
16	13	< 0.1%
15	4	< 0.1%

has-ring
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.240275

Minimum	0
Maximum	23
Zeros	24
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	23
Range	23
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.43089713
Coefficient of variation (CV)	0.34742063
Kurtosis	18.404888
Mean	1.240275
Median Absolute Deviation (MAD)	0
Skewness	1.7268417
Sum	3865869
Variance	0.18567234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
1	2368820	76.0%
2	747982	24.0%
0	24	< 0.1%
4	16	< 0.1%
3	13	< 0.1%
6	11	< 0.1%
9	11	< 0.1%
10	11	< 0.1%
11	11	< 0.1%
8	8	< 0.1%
Other values (14)	38	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	< 0.1%
1	2368820	76.0%
2	747982	24.0%
3	13	< 0.1%
4	16	< 0.1%
5	3	< 0.1%
6	11	< 0.1%
7	6	< 0.1%
8	8	< 0.1%
9	11	< 0.1%

Value	Count	Frequency (%)
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
19	4	< 0.1%
18	2	< 0.1%
17	2	< 0.1%
16	3	< 0.1%
15	1	< 0.1%
14	6	< 0.1%

ring-type
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	41
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4754415

Minimum	0
Maximum	40
Zeros	128880
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	5
Maximum	40
Range	40
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4048795
Coefficient of variation (CV)	0.9521757
Kurtosis	10.673921
Mean	1.4754415
Median Absolute Deviation (MAD)	0
Skewness	2.8716991
Sum	4598870
Variance	1.9736865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
1	2477170	79.5%
0	128880	4.1%
3	120006	3.9%
2	113780	3.7%
5	73443	2.4%
7	67909	2.2%
4	67678	2.2%
6	63687	2.0%
8	3992	0.1%
12	98	< 0.1%
Other values (31)	302	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	128880	4.1%
1	2477170	79.5%
2	113780	3.7%
3	120006	3.9%
4	67678	2.2%
5	73443	2.4%
6	63687	2.0%
7	67909	2.2%
8	3992	0.1%
9	25	< 0.1%

Value	Count	Frequency (%)
40	1	< 0.1%
39	1	< 0.1%
38	1	< 0.1%
37	1	< 0.1%
36	1	< 0.1%
35	1	< 0.1%
34	1	< 0.1%
33	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%

spore-print-color
Real number (ℝ)

ZEROS

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.19676606

Minimum	0
Maximum	32
Zeros	2849682
Zeros (%)	91.4%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.76747811
Coefficient of variation (CV)	3.9004597
Kurtosis	37.69536
Mean	0.19676606
Median Absolute Deviation (MAD)	0
Skewness	5.104824
Sum	613309
Variance	0.58902265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	2849682	91.4%
1	107310	3.4%
3	68237	2.2%
2	50173	1.6%
4	22646	0.7%
5	7975	0.3%
6	7256	0.2%
7	3492	0.1%
12	36	< 0.1%
14	21	< 0.1%
Other values (23)	117	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2849682	91.4%
1	107310	3.4%
2	50173	1.6%
3	68237	2.2%
4	22646	0.7%
5	7975	0.3%
6	7256	0.2%
7	3492	0.1%
8	13	< 0.1%
9	14	< 0.1%

Value	Count	Frequency (%)
32	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
27	1	< 0.1%
26	2	< 0.1%
25	4	< 0.1%
24	2	< 0.1%
23	1	< 0.1%

habitat
Real number (ℝ)

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7811331

Minimum	0
Maximum	52
Zeros	45
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	23.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	6
Maximum	52
Range	52
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.4425122
Coefficient of variation (CV)	0.80988453
Kurtosis	12.325714
Mean	1.7811331
Median Absolute Deviation (MAD)	0
Skewness	2.37436
Sum	5551694
Variance	2.0808413
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2177573	69.9%
3	454908	14.6%
2	171892	5.5%
6	150969	4.8%
4	120137	3.9%
8	18530	0.6%
5	17180	0.6%
7	5264	0.2%
23	55	< 0.1%
12	52	< 0.1%
Other values (43)	385	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	< 0.1%
1	2177573	69.9%
2	171892	5.5%
3	454908	14.6%
4	120137	3.9%
5	17180	0.6%
6	150969	4.8%
7	5264	0.2%
8	18530	0.6%
9	34	< 0.1%

Value	Count	Frequency (%)
52	1	< 0.1%
51	1	< 0.1%
50	1	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
45	1	< 0.1%
44	1	< 0.1%
43	1	< 0.1%

season
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	172.4 MiB

0	1543321
2	1153588
1	278189
3	141847

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3116945
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	2
5th row	0

Common Values

Value	Count	Frequency (%)
0	1543321	49.5%
2	1153588	37.0%
1	278189	8.9%
3	141847	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1543321	49.5%
2	1153588	37.0%
1	278189	8.9%
3	141847	4.6%

Most occurring characters

Value	Count	Frequency (%)
0	1543321	49.5%
2	1153588	37.0%
1	278189	8.9%
3	141847	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3116945	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1543321	49.5%
2	1153588	37.0%
1	278189	8.9%
3	141847	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3116945	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1543321	49.5%
2	1153588	37.0%
1	278189	8.9%
3	141847	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3116945	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1543321	49.5%
2	1153588	37.0%
1	278189	8.9%
3	141847	4.6%

Auto

Heatmap
Table

	cap-color	cap-diameter	cap-shape	cap-surface	class	does-bruise-or-bleed	gill-attachment	gill-color	gill-spacing	habitat	has-ring	id	ring-type	season	spore-print-color	stem-color	stem-height	stem-root	stem-surface	stem-width	veil-color	veil-type
cap-color	1.000	0.050	0.029	0.124	0.113	0.042	-0.014	0.070	-0.043	-0.126	0.049	0.000	-0.027	0.043	0.106	0.196	0.080	-0.068	0.006	0.039	0.046	0.022
cap-diameter	0.050	1.000	-0.072	-0.164	0.158	0.326	0.381	-0.064	-0.047	-0.279	0.179	0.000	0.089	0.091	-0.107	-0.155	0.512	0.238	-0.077	0.883	0.155	0.160
cap-shape	0.029	-0.072	1.000	0.009	0.003	0.149	0.001	0.098	-0.001	-0.007	-0.024	0.000	-0.061	0.001	-0.036	0.046	-0.055	-0.150	-0.052	-0.028	-0.067	-0.036
cap-surface	0.124	-0.164	0.009	1.000	0.180	0.087	-0.072	0.114	-0.067	-0.010	-0.030	-0.000	-0.037	0.010	-0.038	0.108	-0.140	-0.151	-0.075	-0.237	-0.106	-0.101
class	0.113	0.158	0.003	0.180	1.000	0.001	0.001	0.029	0.001	0.040	0.001	0.000	0.083	0.149	0.106	0.051	0.073	0.061	0.052	0.218	0.097	0.000
does-bruise-or-bleed	0.042	0.326	0.149	0.087	0.001	1.000	0.288	0.151	-0.149	-0.139	0.042	0.001	0.012	0.000	-0.141	-0.007	0.189	0.074	-0.244	0.311	-0.031	-0.041
gill-attachment	-0.014	0.381	0.001	-0.072	0.001	0.288	1.000	0.107	0.013	-0.067	0.032	0.000	0.000	0.002	-0.141	0.040	0.060	-0.030	0.041	0.420	0.027	0.068
gill-color	0.070	-0.064	0.098	0.114	0.029	0.151	0.107	1.000	0.026	-0.028	-0.133	0.001	-0.134	0.050	0.093	0.220	-0.111	-0.184	-0.100	0.001	-0.174	-0.237
gill-spacing	-0.043	-0.047	-0.001	-0.067	0.001	-0.149	0.013	0.026	1.000	0.042	-0.119	-0.001	-0.096	0.000	-0.100	-0.081	-0.180	-0.097	0.132	0.019	-0.199	-0.142
habitat	-0.126	-0.279	-0.007	-0.010	0.040	-0.139	-0.067	-0.028	0.042	1.000	0.023	0.000	0.034	0.026	0.111	-0.034	-0.129	-0.009	0.040	-0.285	-0.108	-0.149
has-ring	0.049	0.179	-0.024	-0.030	0.001	0.042	0.032	-0.133	-0.119	0.023	1.000	-0.001	0.535	0.000	0.040	-0.166	0.269	0.089	0.063	0.116	0.455	0.352
id	0.000	0.000	0.000	-0.000	0.000	0.001	0.000	0.001	-0.001	0.000	-0.001	1.000	-0.000	0.000	0.000	0.001	0.000	0.001	-0.000	0.000	0.000	0.000
ring-type	-0.027	0.089	-0.061	-0.037	0.083	0.012	0.000	-0.134	-0.096	0.034	0.535	-0.000	1.000	0.019	-0.045	-0.152	0.138	0.122	0.043	0.057	0.361	0.428
season	0.043	0.091	0.001	0.010	0.149	0.000	0.002	0.050	0.000	0.026	0.000	0.000	0.019	1.000	0.024	0.027	0.051	0.035	0.031	0.073	0.051	0.000
spore-print-color	0.106	-0.107	-0.036	-0.038	0.106	-0.141	-0.141	0.093	-0.100	0.111	0.040	0.000	-0.045	0.024	1.000	0.019	0.054	-0.043	0.021	-0.133	0.113	0.012
stem-color	0.196	-0.155	0.046	0.108	0.051	-0.007	0.040	0.220	-0.081	-0.034	-0.166	0.001	-0.152	0.027	0.019	1.000	-0.121	-0.088	0.067	-0.153	-0.081	-0.160
stem-height	0.080	0.512	-0.055	-0.140	0.073	0.189	0.060	-0.111	-0.180	-0.129	0.269	0.000	0.138	0.051	0.054	-0.121	1.000	0.276	0.004	0.449	0.350	0.299
stem-root	-0.068	0.238	-0.150	-0.151	0.061	0.074	-0.030	-0.184	-0.097	-0.009	0.089	0.001	0.122	0.035	-0.043	-0.088	0.276	1.000	-0.017	0.223	0.223	0.135
stem-surface	0.006	-0.077	-0.052	-0.075	0.052	-0.244	0.041	-0.100	0.132	0.040	0.063	-0.000	0.043	0.031	0.021	0.067	0.004	-0.017	1.000	-0.163	-0.103	-0.020
stem-width	0.039	0.883	-0.028	-0.237	0.218	0.311	0.420	0.001	0.019	-0.285	0.116	0.000	0.057	0.073	-0.133	-0.153	0.449	0.223	-0.163	1.000	0.155	0.138
veil-color	0.046	0.155	-0.067	-0.106	0.097	-0.031	0.027	-0.174	-0.199	-0.108	0.455	0.000	0.361	0.051	0.113	-0.081	0.350	0.223	-0.103	0.155	1.000	0.621
veil-type	0.022	0.160	-0.036	-0.101	0.000	-0.041	0.068	-0.237	-0.142	-0.149	0.352	0.000	0.428	0.000	0.012	-0.160	0.299	0.135	-0.020	0.138	0.621	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	class	cap-diameter	cap-shape	cap-surface	cap-color	does-bruise-or-bleed	gill-attachment	gill-spacing	gill-color	stem-height	stem-width	stem-root	stem-surface	stem-color	veil-color	has-ring	ring-type	habitat	season
0	0	0	8.80	1	1	1	1	1	1	1	4.51	15.39	0	0	1	0	1	1	1	0
1	1	1	4.51	2	2	2	1	1	1	2	4.79	6.48	0	1	2	0	2	2	1	1
2	2	0	6.94	1	1	3	1	2	1	1	6.85	9.93	0	2	3	0	1	1	2	1
3	3	0	3.88	1	3	4	1	3	0	3	4.16	6.53	0	0	1	0	1	1	1	2
4	4	0	5.85	2	4	5	1	4	0	1	3.37	8.36	0	0	1	0	1	1	3	0
5	5	1	4.30	2	5	6	1	3	1	2	5.91	8.20	0	0	1	1	2	2	1	0
6	6	0	9.65	3	3	5	1	5	1	4	19.07	12.69	0	2	1	0	2	3	3	1
7	7	1	4.55	2	6	7	1	1	0	5	8.31	9.77	0	0	4	2	2	2	1	0
8	8	1	7.36	1	2	7	1	2	2	1	5.77	17.13	1	0	1	0	1	1	1	0
9	9	0	6.45	2	5	6	1	1	2	1	7.13	12.77	0	0	5	0	1	1	1	0

	id	class	cap-diameter	cap-shape	cap-surface	cap-color	does-bruise-or-bleed	gill-attachment	gill-spacing	gill-color	stem-height	stem-width	stem-root	stem-surface	stem-color	veil-type	veil-color	has-ring	ring-type	habitat	season
3116935	3116935	1	14.58	2	8	6	1	7	0	7	14.78	35.76	4	1	1	0	0	1	1	1	0
3116936	3116936	1	1.70	2	11	6	1	0	0	2	4.77	1.61	0	0	3	0	0	1	1	1	1
3116937	3116937	1	0.69	2	7	2	1	0	0	5	3.51	0.73	0	0	4	0	0	1	1	1	2
3116938	3116938	1	9.08	7	5	10	2	4	1	7	8.07	14.70	0	0	7	0	0	2	1	1	0
3116939	3116939	1	9.30	5	0	7	1	6	3	6	3.42	25.38	0	4	3	0	0	1	1	1	2
3116940	3116940	0	9.29	1	0	6	2	0	0	1	12.14	18.81	1	0	1	1	2	2	6	1	2
3116941	3116941	0	10.88	7	0	5	2	4	1	7	6.65	26.97	0	0	1	0	0	1	1	1	2
3116942	3116942	1	7.82	2	6	7	1	1	0	1	9.51	11.06	0	0	4	0	2	2	2	1	0
3116943	3116943	0	9.45	3	9	6	2	5	0	7	9.13	17.77	0	1	1	0	0	2	4	1	2
3116944	3116944	1	3.20	2	1	4	1	4	1	1	2.82	7.79	0	0	1	0	0	1	1	3	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample